Image recognition method, terminal device and computer readable storage medium

Abstract

The embodiment of the invention discloses an image recognition method, a terminal device and a computer readable storage medium. The method comprises the following steps: determining image interference information, and removing the interference information in an input source image based on the image interference information to obtain a standard image; and determining a plurality of groups of imageprocessing parameters corresponding to the image interference information, and processing the standard image according to each group of image processing parameters to obtain a plurality of feature images to be processed; and performing feature extraction on the plurality of to-be-processed feature images through a multi-channel feature extraction model to obtain a plurality of image features, anddetermining a target image feature from the plurality of image features; and inputting the target image features into an image classifier, and determining a target object in the input source image through the image classifier. By adopting the embodiment of the invention, the accuracy of the image recognition method can be improved, the complexity of the image recognition method is reduced, and the applicability of the image recognition method is improved.

Description

technical field [0001] The present invention relates to the field of computer technology, in particular to an image recognition method, a terminal device and a computer-readable storage medium. Background technique [0002] With the continuous development of computer technology, the application of image recognition technology has attracted more and more attention. Image recognition technology is a technology that only performs object recognition on images to classify targets and objects in various patterns. It is the basis of practical technologies such as stereo vision, motion analysis, and data fusion, and has important application value in many fields such as navigation, natural resource analysis, and environmental monitoring. With the continuous expansion of the application range of image recognition technology, people's requirements for the recognition accuracy and efficiency of image recognition technology are also increasing. [0003] The commonly used image recogni...

AI Technical Summary

Problems solved by technology

However, when there is some interference information such as rotation or stretching in the input source image, the existing technology cannot effectively extract the image features with transformation invariance contained in the input image, which makes the accuracy of the image recognition method low. Poor applicability of image recognition methods

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